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PaddlePaddle
SMOKE static model export to ONNX
Dear Author. Hello! I have encountered a problem. I am using the SMOKE model and following the instructions in README.MD to export the model as a static diagram model. However, the following error occurs when converting the static diagram model to ONNX model.
/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/onnx/mapping.py:27: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
int(TensorProto.STRING): np.dtype(np.object)
/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/constant/dtypes.py:45: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
np.bool: core.VarDesc.VarType.BOOL,
/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/constant/dtypes.py:46: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
core.VarDesc.VarType.FP32: np.float,
/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/constant/dtypes.py:51: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
core.VarDesc.VarType.BOOL: np.bool
Traceback (most recent call last):
File "/home/lee/.conda/envs/paddle/bin/paddle2onnx", line 8, in <module>
sys.exit(main())
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/command.py", line 148, in main
program2onnx(
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/command.py", line 114, in program2onnx
p2o.program2onnx(
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/convert.py", line 79, in program2onnx
export_onnx(paddle_graph, save_file, opset_version, enable_onnx_checker, operator_export_type)
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/convert.py", line 33, in export_onnx
onnx_graph = ONNXGraph.build(paddle_graph, opset_version, operator_export_type, verbose)
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/graph/onnx_graph.py", line 240, in build
onnx_graph = ONNXGraph(paddle_graph, opset_version=opset_version, operator_export_type=operator_export_type)
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/graph/onnx_graph.py", line 79, in __init__
self.update_opset_version()
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/graph/onnx_graph.py", line 194, in update_opset_version
self.opset_version = OpMapper.get_recommend_opset_version(node_map, self.opset_version)
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/op_mapper/op_mapper.py", line 127, in get_recommend_opset_version
recommend_opset_version = OpMapper.check_support_status(node_map, opset_version, True)
File "/home/lee/.conda/envs/paddle/lib/python3.8/site-packages/paddle2onnx/op_mapper/op_mapper.py", line 168, in check_support_status
raise NotImplementedError(error_info)
NotImplementedError:
There's 9 ops are not supported yet
=========== while ===========
=========== set_value ===========
=========== crop_tensor ===========
=========== logical_not ===========
=========== less_than ===========
=========== select_input ===========
=========== conditional_block ===========
=========== index_select ===========
=========== atan ===========
This error indicates that nine operators are not supported. After checking the list of operators, I found only 'conditional-block', 'set-value', and 'while', 'select-input' and 'crop-tensor' are not available. Here are the commands I used for the conversion.
paddle2onnx --model_dir /media/lee/DATA/project/gitproject/models/PaddleCV/3d_vision/SMOKE/inference_model --model_filename inference.pdmodel --params_filename inference.pdiparams --opset_version 11 --save_file smoke.onnx
How should I solve such a situation? I look forward to your reply!
